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metadata
license: mit
dataset_info:
  features:
    - name: text
      dtype: string
    - name: main_emotion
      dtype: string
    - name: fine_emotions
      dtype: string
    - name: situation_category
      dtype: string
    - name: situation_detail
      dtype: string
  splits:
    - name: train
      num_bytes: 12918548
      num_examples: 29968
  download_size: 5409383
  dataset_size: 12918548
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
task_categories:
  - text-classification
language:
  - ko

Korean Daily-Emotion & Situation Dataset

๐Ÿ“Œ Dataset Overview

์ด ๋ฐ์ดํ„ฐ์…‹์€ ํ•œ๊ตญ์–ด ๊ฐ์ • ๋ถ„๋ฅ˜๋ฅผ ์œ„ํ•ด ์ œ์ž‘๋œ ํ…์ŠคํŠธ ๋ฐ์ดํ„ฐ์…‹์œผ๋กœ,
OpenAI API๋ฅผ ํ™œ์šฉํ•ด ์ƒ์„ฑ๋œ ์ผ๊ธฐ(Diary) ํ˜•์‹์˜ ์ž์—ฐ์Šค๋Ÿฝ๊ณ  ์ผ์ƒ์ ์ธ ๋ฌธ์žฅ๋“ค๋กœ ๊ตฌ์„ฑ๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค.
์ด 29,968๊ฐœ์˜ ๋ฌธ์žฅ์„ ํฌํ•จํ•˜๋ฉฐ, ๊ฐ ์ƒ˜ํ”Œ์€ ์‚ฌ์šฉ์ž์˜ ์ผ์ƒ ๊ฒฝํ—˜ยท์ƒํ™ฉยท๊ฐ์ • ํ๋ฆ„์„ ๋ฐ˜์˜ํ•˜๋„๋ก ์„ค๊ณ„๋˜์—ˆ์Šต๋‹ˆ๋‹ค.

This is a large-scale Korean diary-style emotion classification dataset generated using OpenAI's GPT-4o-mini model.
It contains 29,968 samples, each written in a natural diary format,
capturing everyday situations and emotional nuances across 8 main emotions with fine-grained emotional labels.


๐Ÿ“Œ Dataset Structure

๋ฐ์ดํ„ฐ์…‹์˜ ๊ฐ ์ƒ˜ํ”Œ์€ ๋‹ค์Œ 5๊ฐœ ํ•„๋“œ๋กœ ๊ตฌ์„ฑ๋ฉ๋‹ˆ๋‹ค.

Column Description
text 1~4๋ฌธ์žฅ ๋‚ด์™ธ์˜ ์ž์—ฐ์Šค๋Ÿฌ์šด ํ•œ๊ตญ์–ด ์ผ๊ธฐ
main_emotion 8๊ฐ€์ง€ ๋Œ€ํ‘œ ๊ฐ์ • ์ค‘ ํ•˜๋‚˜
fine_emotions ๋Œ€ํ‘œ ๊ฐ์ •์˜ ์„ธ๋ถ€ ๊ฐ์ • ๋ฆฌ์ŠคํŠธ(1-3๊ฐœ)
situation_category ๊ฐ์ •์ด ๋‚˜ํƒ€๋‚œ ์ƒํ™ฉ์˜ ์นดํ…Œ๊ณ ๋ฆฌ
situation_detail ์ƒํ™ฉ์„ ๊ตฌ์ฒด์ ์œผ๋กœ ์„ค๋ช…

๐ŸŽญ Emotion Labels (main_emotion)

์ด 8๊ฐœ์˜ ๋Œ€ํ‘œ ๊ฐ์ •์œผ๋กœ ๊ตฌ์„ฑ๋ฉ๋‹ˆ๋‹ค.

Emotion (๊ฐ์ •) Count (๊ฐœ์ˆ˜)
๊ธฐ์จ 3,258ํ–‰
์„ค๋ ˜ 6,227ํ–‰
ํ‰๋ฒ”ํ•จ 6,229ํ–‰
๋†€๋ผ์›€ 6,243ํ–‰
๋ถˆ์พŒํ•จ 4,800ํ–‰
๋‘๋ ค์›€ 1,000ํ–‰
์Šฌํ”” 1,000ํ–‰
๋ถ„๋…ธ 1,211ํ–‰

๊ฐ์ •๋ณ„ ๋Œ€ํ‘œ ์„ธ๋ถ€ ๊ฐ์ • (fine_emotions ๊ธฐ๋ฐ˜)

emotion_keyword_map = {
    "๊ธฐ์จ": ["๊ธฐ๋ถ„์ข‹์€", "์ฆ๊ฑฐ์šด", "๊ณ ๋งˆ์šด", "ํ™€๊ฐ€๋ถ„ํ•œ", "์‚ฌ๋ž‘์Šค๋Ÿฌ์šด", "์žฌ๋ฐŒ๋Š”", "๊ธฐ์œ", "๋ฟŒ๋“ฏํ•œ", "์†์‹œ์›ํ•œ", "๋งŒ์กฑ์Šค๋Ÿฌ์šด", "์‹ ๋‚˜๋Š”", "ํ–‰๋ณตํ•œ", "๊ฐ๋™๋ฐ›์€", "๋‚ ์•„๊ฐˆ ๊ฒƒ ๊ฐ™์€"],
    "์„ค๋ ˜": ["๋ชฝ๊ธ€๋ชฝ๊ธ€ํ•œ", "๋‘๊ทผ๊ฑฐ๋ฆฌ๋Š”", "๊ฐ„์งˆ๊ฐ„์งˆํ•œ", "์„ค๋ ˆ๋Š”", "ํฅ๋ฏธ๋กœ์šด", "์‹ ๋‚˜๋Š”", "๊ธฐ๋Œ€๋˜๋Š”", "๊ถ๊ธˆํ•œ", "๊ธด์žฅ๋˜๋Š”", "์•ˆ๋‹ฌ๋‚˜๋Š”", "ํ…์…˜ ๋†’์€", "๊ฐ„์ ˆํ•œ ๋งˆ์Œ์˜"],
    "ํ‰๋ฒ”ํ•จ": ["์ž”์ž”ํ•œ", "๋ณ„ ์ผ ์—†๋Š”", "๋‚˜์˜์ง€ ์•Š์€", "๊ทธ์ € ๊ทธ๋Ÿฐ", "๋งŒ์กฑ์Šค๋Ÿฌ์šด", "๋ฌด๋‚œํ•œ", "ํ”ผ๊ณคํ•œ", "๊ดœ์ฐฎ์€", "์‹ฑ์ˆญ์ƒ์ˆญํ•œ", "์†Œ์†Œํ•œ", "ํ‰๋ฒ”ํ•œ", "์•ˆ์ •๊ฐ์ด ๋“œ๋Š”", "ํŽธ์•ˆํ•œ"],
    "๋†€๋ผ์›€": ["๋‹นํ™ฉ์Šค๋Ÿฌ์šด", "์–ด์ด ์—†๋Š”", "๋ถ€๋„๋Ÿฌ์šด", "์‹ฌ์ฟตํ•œ", "๊นœ์ง ๋†€๋ž€", "์–ด์•ˆ์ด ๋ฒ™๋ฒ™ํ•œ", "๋ฉ˜ํƒˆ ๋ฌด๋„ˆ์ง€๋Š”", "๋งŒ๊ฐ์ด ๊ต์ฐจํ•˜๋Š”", "๊ธฐ๊ฐ€ ๋ง‰ํžˆ๋Š”", "์†Œ๋ฆ„๋ผ์น˜๋Š”", "์ƒ์ƒ์„ ์ดˆ์›”ํ•˜๋Š”", "๊ณจ๋•Œ๋ฆฌ๋Š”", "ํญํ’๊ฐ™์€"],
    "๋ถˆ์พŒํ•จ": ["ํ”ผ๊ณคํ•œ", "์ง€์น˜๋Š”", "๊ท€์ฐฎ์€", "์žฌ๋ฏธ์—†๋Š”", "์ง€๋ฃจํ•œ", "๋ถˆํŽธํ•œ", "๋ถˆ์พŒํ•œ", "์ฐ์ฐํ•œ", "์†Œ์™ธ๊ฐ ๋А๋ผ๋Š”", "์šฐ์šธํ•œ", "์ง€๊ธ‹์ง€๊ธ‹ํ•œ", "ํ† ๋‚˜์˜ค๋Š”", "๊ธฐ๋ถ„ ๋”๋Ÿฌ์šด"],
    "๋‘๋ ค์›€": ["๋ง์„ค์—ฌ์ง€๋Š”", "๊ฑฑ์ •๋˜๋Š”", "๋ถˆ์•ˆํ•œ", "์‹ฌ๋ž€ํ•œ", "๊ธด์žฅ๋˜๋Š”", "๋ง‰๋ง‰ํ•œ", "๋‘๋ ค์šด", "ํฐ์ผ ๋‚œ ๊ฒƒ ๊ฐ™์€", "๊ฒ๋‚˜๋Š”", "๋ฌด์„œ์šด", "์ดˆ์กฐํ•œ", "์ซ„๋ฆฌ๋Š”", "์ˆจ๋ง‰ํžˆ๋Š”", "๋„๋ง์น˜๊ณ  ์‹ถ์€", "๋์ด ๋ณด์ด์ง€ ์•Š๋Š”"],
    "์Šฌํ””": ["๋ฌด๊ธฐ๋ ฅํ•œ", "์‹ค๋ง์Šค๋Ÿฌ์šด", "์†์ƒํ•œ", "์™ธ๋กœ์šด", "๋งˆ์Œ์•„ํ”ˆ", "ํ›„ํšŒ๋˜๋Š”", "ํž˜๋“ ", "์„œ๋Ÿฌ์šด", "์Šฌํ”ˆ", "ํ—ˆํƒˆํ•œ", "๋ง‰๋ง‰ํ•œ", "์šฐ์šธํ•œ", "ํ˜ผ์ž์ธ ๊ฒƒ ๊ฐ™์€", "์šธ๊ณ ์‹ถ์€",  "์ ˆ๋ง์ ์ธ", "๊ทธ๋ฆฌ์šด", "๊ณตํ—ˆํ•œ", "์„ธ์ƒ์ด ๋ฌด๋„ˆ์ง„ ๊ฒƒ ๊ฐ™์€"],
    "๋ถ„๋…ธ": ["๋‹ต๋‹ตํ•œ", "์งœ์ฆ๋‚˜๋Š”", "์‹ ๊ฒฝ์งˆ๋‚˜๋Š”", "์–ด์ด์—†๋Š”", "์ดํ•ดํ•  ์ˆ˜ ์—†๋Š”", "ํ™”๋‚˜๋Š”", "ํ•œ์‹ฌํ•œ", "ํ‚น๋ฐ›๋Š”", "์–ต์šธํ•œ", "๊ธฐ๋ถ„ ๋”๋Ÿฌ์šด", "์งˆํˆฌ๋‚˜๋Š”", "๋ถ„ํ•œ", "๋นก์น˜๋Š”", "์†Œ๋ฆฌ์ง€๋ฅด๊ณ  ์‹ถ์€"]
}

โœ”๏ธ Model & Data Generation Info

  • ๋ณธ ๋ฐ์ดํ„ฐ์…‹์€ OpenAI gpt-4o-mini ๋ชจ๋ธ์„ ์‚ฌ์šฉํ•ด ์ƒ์„ฑ๋˜์—ˆ์Šต๋‹ˆ๋‹ค.
  • ๋ชจ๋“  ๋ฌธ์žฅ์€ ๋ชจ๋ธ์ด ์ฐฝ์ž‘ํ•œ ๋‚ด์šฉ์ด๋ฉฐ, ์‹ค์ œ ๊ฐœ์ธ ์ •๋ณดยท์‹ค์กด ์ธ๋ฌผยท์ €์ž‘๋ฌผ ๋“ฑ์˜ ๋‚ด์šฉ์€ ํฌํ•จํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.
  • ๊ฐ์ • ๋ฐ ์ƒํ™ฉ ์„ค์ •์€ ํ”„๋กฌํ”„ํŠธ ๊ธฐ๋ฐ˜ ๊ทœ์น™์— ๋”ฐ๋ผ ์ž๋™ ์ƒ์„ฑ๋˜์—ˆ์œผ๋ฉฐ, ๋ฐ์ดํ„ฐ ํ’ˆ์งˆ ํŽธํ–ฅ์ด๋‚˜ ์˜ค๋ฅ˜๋Š” ๋ชจ๋ธ์˜ ํŠน์„ฑ์—์„œ ๊ธฐ์ธํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

๋ฐ์ดํ„ฐ ๋‚ด์šฉ์— ๋Œ€ํ•œ ์ฑ…์ž„์€ LLM ์ƒ์„ฑ ๊ณผ์ •์˜ ํŠน์„ฑ์— ์žˆ์œผ๋ฉฐ, ๋ฐ์ดํ„ฐ ์ƒ์„ฑ์ž๋Š” ์ด๋ฅผ ์กฐ์ž‘ํ•˜๊ฑฐ๋‚˜ ๊ฐœ์ž…ํ•˜์ง€ ์•Š์•˜์Šต๋‹ˆ๋‹ค.